Update README.md

README.md

@@ -4,4 +4,19 @@ metrics:
 - accuracy
 - f1
 ---
-See https://www.kaggle.com/code/dima806/closed-eye-image-detection-vit for more details.
+Returns whether there is an open or a closed eye given an image from surrounding area.
+
+See https://www.kaggle.com/code/dima806/closed-eye-image-detection-vit for more details.
+
+```
+Classification report:
+
+              precision    recall  f1-score   support
+
+    closeEye     0.9921    0.9888    0.9904      4296
+     openEye     0.9889    0.9921    0.9905      4295
+
+    accuracy                         0.9905      8591
+   macro avg     0.9905    0.9905    0.9905      8591
+weighted avg     0.9905    0.9905    0.9905      8591
+```